-
2
-
-
77953854541
-
Exact signal recovery from sparsely corrupted measurements through the pursuit of justice
-
Nov
-
J. N. Laska, M. A. Davenport, and R. G. Baraniuk, "Exact signal recovery from sparsely corrupted measurements through the pursuit of justice", in Asilomar Conf. on Sig. Sys. Comp., Nov. 2009, pp. 1556-1560.
-
(2009)
Asilomar Conf. on Sig. Sys. Comp.
, pp. 1556-1560
-
-
Laska, J.N.1
Davenport, M.A.2
Baraniuk, R.G.3
-
3
-
-
0141742284
-
A framework for robust subspace learning
-
Fernando De La Torre and Michael J. Black, "A framework for robust subspace learning", ICCV, vol. 54, pp. 117-142, 2003.
-
(2003)
ICCV
, vol.54
, pp. 117-142
-
-
De La Torre, F.1
Black, M.J.2
-
4
-
-
84888075396
-
Principal component analysis with contaminated data: The high dimensional case
-
H. Xu, C. Caramanis, and S. Mannor, "Principal component analysis with contaminated data: The high dimensional case", ArXiv, 2010.
-
(2010)
ArXiv
-
-
Xu, H.1
Caramanis, C.2
Mannor, S.3
-
5
-
-
84944416149
-
Incremental singular value decomposition of uncertain data with missing values
-
M. Brand, "Incremental singular value decomposition of uncertain data with missing values", in ECCV, 2002, pp. 707-720.
-
(2002)
ECCV
, pp. 707-720
-
-
Brand, M.1
-
6
-
-
0344982975
-
Weighted and robust incremental method for subspace learning
-
Oct
-
D. Skocaj and A. Leonardis, "Weighted and robust incremental method for subspace learning", in ICCV, Oct. 2003, pp. 1494-1501.
-
(2003)
ICCV
, pp. 1494-1501
-
-
Skocaj, D.1
Leonardis, A.2
-
8
-
-
77949622781
-
Sparse and low-rank matrix decompositions
-
V. Chandrasekaran, S. Sanghavi, P. A. Parrilo, and A. S. Willsky, "Sparse and low-rank matrix decompositions", in Allerton, 2009.
-
(2009)
Allerton
-
-
Chandrasekaran, V.1
Sanghavi, S.2
Parrilo, P.A.3
Willsky, A.S.4
-
9
-
-
79952410089
-
-
ArXiv e-prints, January
-
A. Ganesh, J. Wright, X. Li, E. J. Candes, and Y. Ma, "Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit", ArXiv e-prints, January 2010.
-
(2010)
Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit
-
-
Ganesh, A.1
Wright, J.2
Li, X.3
Candes, E.J.4
Ma, Y.5
-
10
-
-
79952409780
-
Real-time robust principal components' pursuit
-
C. Qiu and N. Vaswani, "Real-time robust principal components' pursuit", in Allerton, 2010.
-
(2010)
Allerton
-
-
Qiu, C.1
Vaswani, N.2
-
11
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
Scott Shaobing Chen, David L. Donoho, and Michael A. Saunders, "Atomic decomposition by basis pursuit", SIAM Journal on Scientific Computing, vol. 20, pp. 33-61, 1998.
-
(1998)
SIAM Journal on Scientific Computing
, vol.20
, pp. 33-61
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
12
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
February
-
E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information", IEEE Trans. Info. Th., vol. 52(2), pp. 489-509, February 2006.
-
(2006)
IEEE Trans. Info. Th.
, vol.52
, Issue.2
, pp. 489-509
-
-
Candes, E.1
Romberg, J.2
Tao, T.3
-
13
-
-
33645712892
-
Compressed sensing
-
April
-
D. Donoho, "Compressed sensing", IEEE Trans. on Information Theory, vol. 52(4), pp. 1289-1306, April 2006.
-
(2006)
IEEE Trans. on Information Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
14
-
-
29144439194
-
Decoding by linear programming
-
Dec
-
E. Candes and T. Tao, "Decoding by linear programming", IEEE Trans. Info. Th., vol. 51(12), pp. 4203-4215, Dec. 2005.
-
(2005)
IEEE Trans. Info. Th.
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candes, E.1
Tao, T.2
-
15
-
-
78049360641
-
Algorithms for robust linear regression by exploiting the connection to sparse signal recovery
-
Y. Jin and B. Rao, "Algorithms for robust linear regression by exploiting the connection to sparse signal recovery", in ICASSP, 2010.
-
(2010)
ICASSP
-
-
Jin, Y.1
Rao, B.2
-
16
-
-
77954588549
-
Modified-cs: Modifying compressive sensing for problems with partially known support
-
Sep
-
N. Vaswani and W. Lu, "Modified-cs: Modifying compressive sensing for problems with partially known support", IEEE Trans. Signal Processing, Sep. 2010.
-
(2010)
IEEE Trans. Signal Processing
-
-
Vaswani, N.1
Lu, W.2
-
17
-
-
79952366709
-
Stability (over time) of modified-cs and ls-cs for recursive causal sparse reconstruction
-
N. Vaswani, "Stability (over time) of modified-cs and ls-cs for recursive causal sparse reconstruction", Allerton, 2010.
-
(2010)
Allerton
-
-
Vaswani, N.1
-
19
-
-
77954604475
-
Ls-cs-residual (ls-cs): Compressive sensing on least squares residual
-
N. Vaswani, "Ls-cs-residual (ls-cs): Compressive sensing on least squares residual", IEEE Trans. Sig. Proc, 2010.
-
(2010)
IEEE Trans. Sig. Proc
-
-
Vaswani, N.1
-
20
-
-
69949126538
-
Kalman filtered compressed sensing
-
N. Vaswani, "Kalman filtered compressed sensing", in ICIP, 2008.
-
(2008)
ICIP
-
-
Vaswani, N.1
-
21
-
-
65749110333
-
Subspace pursuit for compressive sensing signal reconstruction
-
May
-
W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing signal reconstruction", IEEE Trans. Info. Th., May 2009.
-
(2009)
IEEE Trans. Info. Th.
-
-
Dai, W.1
Milenkovic, O.2
-
22
-
-
57949093358
-
Cosamp: Iterative signal recovery from incomplete and inaccurate samples
-
D. Needell and J. A. Tropp, "Cosamp: Iterative signal recovery from incomplete and inaccurate samples", Appl. Comp. Harm. Anal., 2008.
-
(2008)
Appl. Comp. Harm. Anal.
-
-
Needell, D.1
Tropp, J.A.2
|